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Comparative Study of Autoantibody Responses between Lung Adenocarcinoma and Benign Pulmonary Nodules
Wang, Jie; Shivakumar, Shilpa; Barker, Kristi; Tang, Yanyang; Wallstrom, Garrick; Park, Jin G; Tsay, Jun-Chieh J; Pass, Harvey I; Rom, William N; LaBaer, Joshua; Qiu, Ji
INTRODUCTION: The reduction in lung cancer mortality associated with computed tomography (CT) screening has led to its increased use and a concomitant increase in the detection of benign pulmonary nodules. Many individuals found to have benign nodules undergo unnecessary, costly, and invasive procedures. Therefore, there is a need for companion diagnostics that stratify individuals with pulmonary nodules into high-risk or low-risk groups. Lung cancers can trigger host immune responses and elicit antibodies against tumor antigens. The identification of these autoantibodies (AAbs) and their corresponding antigens may expand our knowledge of cancer immunity, leading to early diagnosis or even benefiting immunotherapy. Previous studies were performed mostly in the context of comparing cancers and healthy (smoker) controls. We have performed one of the first studies to understand humoral immune response in patients with cancer, patients with benign nodules, and healthy smokers. METHODS: We first profiled seroreactivity to 10,000 full-length human proteins in 40 patients with early-stage lung cancer and 40 smoker controls by using nucleic acid programmable protein arrays to identify candidate cancer-specific AAbs. Enzyme-linked immunosorbent assays of promising candidates were performed on 137 patients with lung cancer and 127 smoker controls, as well as on 170 subjects with benign pulmonary nodules. RESULTS: From protein microarray screening experiments using a discovery set of 40 patients and 40 smoker controls, 17 antigens showing higher reactivity in lung cancer cases relative to the controls were subsequently selected for evaluation in a large sample set (n = 264) by using enzyme-linked immunosorbent assay. A five-AAb classifier (tetratricopeptide repeat domain 14 [TTC14], B-Raf proto-oncogene, serine/threonine kinase [BRAF], actin like 6B [ACTL6B], MORC family CW-type zinc finger 2 [MORC2], and cancer/testis antigen 1B [CTAG1B]) that can differentiate lung cancers from smoker controls with a sensitivity of 30% at 89% specificity was developed. We further tested AAb responses in subjects with CT-positive benign nodules (n = 170), and developed a five-AAb panel (keratin 8, type II, TTC14, Kruppel-like factor 8, BRAF, and tousled like kinase 1) with a sensitivity of 30% at 88% specificity. Interestingly, messenger RNA levels of six AAb targets (TTC14, BRAF, MORC family CW-type zinc finger 2, cancer/testis antigen 1B, keratin 8, type II, and tousled like kinase 1) were also found to increase in lung adenocarcinoma tissues based on The Cancer Genome Atlas data set. CONCLUSION: We discovered AAbs associated with lung adenocaricnoma that have the potential to differentiate cancer from CT-positive benign diseases. We believe that these antibodies warrant future validation using a larger sample set and/or longitudinal samples individually or as a panel. They could potentially be part of companion molecular diagnostic modalities that will benefit subjects undergoing CT screening for lung cancer.
PMID: 26896032
ISSN: 1556-1380
CID: 1949982
Potential Of Autoimmune Response Against Tumor-Associated Antigens To Predict Risk Of Developing Lung Cancer [Meeting Abstract]
Tsay, JJ; Dai, L; Yie, T-A; Munger, J; Pass, H; Tan, E; Zhang, J; Rom, WN
ISI:000390749602364
ISSN: 1535-4970
CID: 2414592
Achaete-Scute Homologue 1 (ascl1) Expression In The Peripheral Airways Of Smokers With Lung Adenocarcinoma [Meeting Abstract]
Lee, MH; Tsay, JJ; Yie, T-A; Rom, WN
ISI:000390749601493
ISSN: 1535-4970
CID: 2414532
Inflammatory cytokines and non-small cell lung cancer in a CT-scan screening cohort: Background review of the literature
DeCotiis, Christopher; Hu, Yingjie; Greenberg, Alissa K; Huie, Maryann; Tsay, Jun-Chieh J; Pass, Harvey; Goldberg, Judith D; Rom, William N
BACKGROUND: Inflammatory cytokines are at the intersection of tumor cell biology and host immune response. Peripheral cytokine expression levels may reflect the microscopic tumor milieu, and specific cytokines play an integral role in tumor initiation, growth, and metastasis. High-throughput cytokine analysis may identify panels for early-stage non-small cell lung cancer (NSCLC) diagnosis and identify individuals at high-risk for lung cancer with indeterminate lung nodules 8-20 mm in size. METHODS: Thirteen serum cytokines from the NYU Lung Cancer Biomarker Center cohort with early-stage NSCLC were analyzed using bead-based immunoassay technology. RESULTS: In the NYU cohort, a one unit increase in interferon-gamma increased risk of lung cancer by 3% (OR = 1.03, 95% CI, 1.02-1.05) and a one unit increase in TNF-alpha decreased the risk of lung cancer by 53% (OR = 0.47, 95% Cl, 0.31-0.71) when both cytokines were included in a logistic regression model with adjustments for age and pack-years of smoking. The resulting AUC for the Receiver Operating Characteristic (ROC) curve was 0.88; the sensitivity and specificity at the optimal cutpoint were 78.9% and 90.3%, respectively. CONCLUSIONS: Cytokines have limited value in the early diagnosis of early-stage NSCLC. Our review of the literature suggests that although inflammation is important for the development of NSCLC, that cytokines are increased in more advanced lung cancer than when the diagnosis occurs at presentation.
PMID: 26756613
ISSN: 1875-8592
CID: 1912582
The Utility Of Rapid On-Site Evaluation In The Diagnosis Of Sarcoidosis [Meeting Abstract]
D'Annunzio, S.; Postelnicu, R.; Mukherjee, V.; Tsay, J. J.; DeCotiis, C.; Leibert, E.
ISI:000377582804399
ISSN: 1073-449x
CID: 3197452
Significance of Emphysema in a Lung Cancer Screening Cohort [Meeting Abstract]
Mukherjee, Vikramjit; Messina, James; Tsay, Jun-Chieh; Munger, John; Rom, William
ISI:000367163100150
ISSN: 0012-3692
CID: 2342492
Magnitude Of Autoimmune Response To Tumor-Associated Antigens Correlates With Obstructive Impairment And Dyspnea In Smokers [Meeting Abstract]
Tsay, JJ; Dai, L; Zhang, J; Yie, T-A; Munger, JS; Tan, EM; Rom, WN
ISI:000377582803166
ISSN: 1535-4970
CID: 2161682
Hitting Two Birds With One Stone [Meeting Abstract]
Mukherjee, V; Agrawal, N; Tsay, JJ; Leibert, E
ISI:000377582803242
ISSN: 1535-4970
CID: 2161692
Elevated Sputum Acrolein-Dna Adduct Levels In Lung Cancer Patients [Meeting Abstract]
Tsay, JJ; Balbo, S; Yie, T-A; Converse, C; Iles, J; Munger, JS; Pass, H; Hecht, S; Rom, WN
ISI:000377582806533
ISSN: 1535-4970
CID: 2161852
Evaluation Of The Microbiome Associated With Lung Cancer [Meeting Abstract]
Wu, BG; Cahaney, CF; Tsay, JJ; Clemente, JC; Li, Y; Marunchak, T; Rom, WN; Blaser, MJ; Pass, HI; Munger, JS; Weiden, M; Segal, LN
ISI:000377582806598
ISSN: 1535-4970
CID: 2161862